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2014
Dal Pozzolo A, Caelen O, Borgne Y-AL, Waterschoot S, Bontempi G. Learned lessons in credit card fraud detection from a practitioner perspective. Expert Systems with Applications. 2014.
Han TA, Pereira LM, Lenaerts T, Santos FC. Learning to recognize intentions resolves cooperation dilemmas.
Lerman L, Medeiros SF, Bontempi G, Markowitch O. A Machine Learning Approach Against a Masked AES. In: Francillon A, Rohatgi P Smart Card Research and Advanced Applications. Vol. 8419. Smart Card Research and Advanced Applications. ; 2014. p. 61–75.
Lerman L, Bontempi G, Markowitch O. A machine learning approach against a masked AES. Journal of Cryptographic Engineering. 2014:1-17.
Ben Taieb S. Machine learning strategies for multi-step-ahead time series forecasting.
Reggiani C, Borgne Y-AL, Dal Pozzolo A, Olsen C, Bontempi G. Minimum Redundancy Maximum Relevance: MapReduce implementation using Apache Hadoop.
Govorun M, Guy Latouche. Modeling the effect of health: Phase-type approach. Eur. Actuar. J. 2014:197–218.
Bontempi G. A Monte Carlo strategy for structured multiple-step-ahead time series prediction.
Jansen M. Multiscale local polynomial models for estimation and testing. In: Akritas M, Lahiri S  N, Politis D Topics in NonParametric Statistics. Vol. 74. Topics in NonParametric Statistics. ; 2014. p. 155-166.
Hautphenne S, Guy Latouche, Nguyen GT. On the nature of Phase-type Poisson distributions. Annals of Actuarial Science. 2014:79–98.
Jansen M. Nonseparable Laplacian Pyramids with Multiscale Local Polynomials for Scattered Data. In: Mustra M, Tralić D, Grgić M, Zovko-Cihlar B Proceedings IWSSIP, 21st International Conference on Systems, Signals and Image Processing. Proceedings IWSSIP, 21st International Conference on Systems, Signals and Image Processing. ; 2014. p. 115-118.
Lopes M, Bontempi G. On the Null Distribution of the Precision and Recall Curve. In: Machine Learning and Knowledge Discovery in Databases. Vol. 8725. Machine Learning and Knowledge Discovery in Databases. ; 2014. p. 322-337.
Iolis B, Bontempi G. Optimizing Component Combination in a Multi-Indexing Paragraph Retrieval System.
Lerman L, Bontempi G, Markowitch O. Power analysis attack: an approach based on machine learning. International Journal of Applied Cryptography. 2014:97-115.
Elisa C, Teso S, Ammendola S, Lenaerts T, Passerini A. Predicting virus mutations through statistical relational learning. BMC bioinformatics [Internet]. 2014:309.
Cuéllar MP, Le Borgne Y, Galiano-Castillo N, Arroyo M, Pegalajar MC, Martin-Bautista MJ, Bontempi G. PReSenS: Towards Smart Rehabilitation with Proactive Sensing for Remote and Automatic Medical Evaluation.
Guy Latouche, Miyazawa M. Product-form characterization for a two-dimensional reflecting random walk. Queueing Systems. 2014:373–391.
Olsen C, Bontempi G, Emmert-Streib F, Quackenbush J, Haibe-Kains B. Relevance of different prior knowledge sources for inferring gene interaction networks. Frontiers in Genetics [Internet]. 2014.
Boumahdi S, Driessens G, Lapouge G, Rorive S, Nassar D, Le Mercier M, Delatte B, Caauwe A, Lenglez S, Nkusi E, et al. SOX2 controls tumour initiation and cancer stem-cell functions in squamous-cell carcinoma}. Nature. 2014:246–250.
Lopes M, Kutlu B, Miani M, Bang-Berthelsen CH, Størling J, Pociot F, Goodman N, Hood L, Welsh N, Bontempi G, et al. Temporal profiling of cytokine-induced genes in pancreatic Beta-cells by meta-analysis and network inference. Genomics. 2014.
Dal Pozzolo A, Johnson R, Caelen O, Waterschoot S, Chawla NV, Bontempi G. Using HDDT to avoid instances propagation in unbalanced and evolving data streams.
Ampe EM, Hestir EL, Bresciani M, Salvadore E, Brando VE, Dekker A, Malthus TJ, Jansen M, Triest L, Batelaan O, et al. A wavelet approach for estimating chlorophyll-a from inland waters. IEEE Geoscience and Remote Sensing Letters. 2014:89-93.

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